Fan, Changjie

54 publications

AAAI 2025 DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue Shichao Ma, Xinfeng Zhang, Zeng Zhao, Bai Liu, Changjie Fan, Zhipeng Hu

AAAI 2025 LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation Mushui Liu, Yuhang Ma, Zhen Yang, Jun Dan, Yunlong Yu, Zeng Zhao, Zhipeng Hu, Bai Liu, Changjie Fan

ICLR 2025 Reinforcement Learning from Imperfect Corrective Actions and Proxy Rewards Zhaohui Jiang, Xuening Feng, Paul Weng, Yifei Zhu, Yan Song, Tianze Zhou, Yujing Hu, Tangjie Lv, Changjie Fan

AAAI 2025 Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection Yuhang Ma, Wenting Xu, Chaoyi Zhao, Keqiang Sun, Qinfeng Jin, Xiaoda Yang, Zeng Zhao, Changjie Fan, Zhipeng Hu

ICLR 2024 AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model Zibin Dong, Yifu Yuan, Jianye Hao, Fei Ni, Yao Mu, Yan Zheng, Yujing Hu, Tangjie Lv, Changjie Fan, Zhipeng Hu

ICML 2024 Bayesian Design Principles for Offline-to-Online Reinforcement Learning Hao Hu, Yiqin Yang, Jianing Ye, Chengjie Wu, Ziqing Mai, Yujing Hu, Tangjie Lv, Changjie Fan, Qianchuan Zhao, Chongjie Zhang

ECCV 2024 CPT-VR: Improving Surface Rendering via Closest Point Transform with View-Reflection Appearance Zhipeng Hu, Yongqiang Zhang, Chen Liu, Lincheng Li, Sida Peng, Xiaowei Zhou, Changjie Fan, Xin Yu

CVPR 2024 EfficientDreamer: High-Fidelity and Robust 3D Creation via Orthogonal-View Diffusion Priors Zhipeng Hu, Minda Zhao, Chaoyi Zhao, Xinyue Liang, Lincheng Li, Zeng Zhao, Changjie Fan, Xiaowei Zhou, Xin Yu

AAAI 2024 EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization Kai Wang, Haoyu Liu, Zhipeng Hu, Xiaochuan Feng, Minghao Zhao, Shiwei Zhao, Runze Wu, Xudong Shen, Tangjie Lv, Changjie Fan

UAI 2024 Hybrid CtrlFormer: Learning Adaptive Search Space Partition for Hybrid Action Control via Transformer-Based Monte Carlo Tree Search Jiashun Liu, Xiaotian Hao, Jianye Hao, Yan Zheng, Yujing Hu, Changjie Fan, Tangjie Lv, Zhipeng Hu

AAAI 2024 Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning Chao Li, Yupeng Zhang, Jianqi Wang, Yujing Hu, Shaokang Dong, Wenbin Li, Tangjie Lv, Changjie Fan, Yang Gao

IJCAI 2024 STAR: Spatio-Temporal State Compression for Multi-Agent Tasks with Rich Observations Chao Li, Yujing Hu, Shangdong Yang, Tangjie Lv, Changjie Fan, Wenbin Li, Chongjie Zhang, Yang Gao

ICLR 2024 Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets Yihuan Mao, Chengjie Wu, Xi Chen, Hao Hu, Ji Jiang, Tianze Zhou, Tangjie Lv, Changjie Fan, Zhipeng Hu, Yi Wu, Yujing Hu, Chongjie Zhang

CVPR 2024 Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation Renshuai Liu, Bowen Ma, Wei Zhang, Zhipeng Hu, Changjie Fan, Tangjie Lv, Yu Ding, Xuan Cheng

IJCAI 2024 vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement Yiwen Zhu, Jinyi Liu, Wenya Wei, Qianyi Fu, Yujing Hu, Zhou Fang, Bo An, Jianye Hao, Tangjie Lv, Changjie Fan

NeurIPS 2023 Conservative Offline Policy Adaptation in Multi-Agent Games Chengjie Wu, Pingzhong Tang, Jun Yang, Yujing Hu, Tangjie Lv, Changjie Fan, Chongjie Zhang

AAAI 2023 DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video Zhimeng Zhang, Zhipeng Hu, Wenjin Deng, Changjie Fan, Tangjie Lv, Yu Ding

CVPR 2023 Diverse 3D Hand Gesture Prediction from Body Dynamics by Bilateral Hand Disentanglement Xingqun Qi, Chen Liu, Muyi Sun, Lincheng Li, Changjie Fan, Xin Yu

ICLR 2023 EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-Choice Dynamics Model Yifu Yuan, Jianye Hao, Fei Ni, Yao Mu, Yan Zheng, Yujing Hu, Jinyi Liu, Yingfeng Chen, Changjie Fan

AAAI 2023 FlowFace: Semantic Flow-Guided Shape-Aware Face Swapping Hao Zeng, Wei Zhang, Changjie Fan, Tangjie Lv, Suzhen Wang, Zhimeng Zhang, Bowen Ma, Lincheng Li, Yu Ding, Xin Yu

CVPR 2023 NeFII: Inverse Rendering for Reflectance Decomposition with Near-Field Indirect Illumination Haoqian Wu, Zhipeng Hu, Lincheng Li, Yongqiang Zhang, Changjie Fan, Xin Yu

AAAI 2023 StyleTalk: One-Shot Talking Head Generation with Controllable Speaking Styles Yifeng Ma, Suzhen Wang, Zhipeng Hu, Changjie Fan, Tangjie Lv, Yu Ding, Zhidong Deng, Xin Yu

CVPR 2023 Towards Unbiased Volume Rendering of Neural Implicit Surfaces with Geometry Priors Yongqiang Zhang, Zhipeng Hu, Haoqian Wu, Minda Zhao, Lincheng Li, Zhengxia Zou, Changjie Fan

CVPR 2023 Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation Rui Zhao, Wei Li, Zhipeng Hu, Lincheng Li, Zhengxia Zou, Zhenwei Shi, Changjie Fan

ICML 2022 Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning Jiahui Li, Kun Kuang, Baoxiang Wang, Furui Liu, Long Chen, Changjie Fan, Fei Wu, Jun Xiao

NeurIPSW 2022 EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-Choice Dynamics Model Yifu Yuan, Jianye Hao, Fei Ni, Yao Mu, Yan Zheng, Yujing Hu, Jinyi Liu, Yingfeng Chen, Changjie Fan

ICML 2022 Individual Reward Assisted Multi-Agent Reinforcement Learning Li Wang, Yupeng Zhang, Yujing Hu, Weixun Wang, Chongjie Zhang, Yang Gao, Jianye Hao, Tangjie Lv, Changjie Fan

NeurIPSW 2022 Model and Method: Training-Time Attack for Cooperative Multi-Agent Reinforcement Learning Siyang Wu, Tonghan Wang, Xiaoran Wu, Jingfeng Zhang, Yujing Hu, Changjie Fan, Chongjie Zhang

AAAI 2022 Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach Chuang Zhao, Hongke Zhao, Runze Wu, Qilin Deng, Yu Ding, Jianrong Tao, Changjie Fan

NeurIPS 2021 An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning Tianpei Yang, Weixun Wang, Hongyao Tang, Jianye Hao, Zhaopeng Meng, Hangyu Mao, Dong Li, Wulong Liu, Yingfeng Chen, Yujing Hu, Changjie Fan, Chengwei Zhang

IJCAI 2021 Audio2Head: Audio-Driven One-Shot Talking-Head Generation with Natural Head Motion Suzhen Wang, Lincheng Li, Yu Ding, Changjie Fan, Xin Yu

IJCAI 2021 Automatic Translation of Music-to-Dance for In-Game Characters Yinglin Duan, Tianyang Shi, Zhipeng Hu, Zhengxia Zou, Changjie Fan, Yi Yuan, Xi Li

NeurIPS 2021 Episodic Multi-Agent Reinforcement Learning with Curiosity-Driven Exploration Lulu Zheng, Jiarui Chen, Jianhao Wang, Jiamin He, Yujing Hu, Yingfeng Chen, Changjie Fan, Yang Gao, Chongjie Zhang

CVPR 2021 Flow-Guided One-Shot Talking Face Generation with a High-Resolution Audio-Visual Dataset Zhimeng Zhang, Lincheng Li, Yu Ding, Changjie Fan

CVPR 2021 Learning a Facial Expression Embedding Disentangled from Identity Wei Zhang, Xianpeng Ji, Keyu Chen, Yu Ding, Changjie Fan

ICML 2021 MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration Jin Zhang, Jianhao Wang, Hao Hu, Tong Chen, Yingfeng Chen, Changjie Fan, Chongjie Zhang

ICCVW 2021 Prior Aided Streaming Network for Multi-Task Affective Analysis Wei Zhang, Zunhu Guo, Keyu Chen, Lincheng Li, Zhimeng Zhang, Yu Ding, Runze Wu, Tangjie Lv, Changjie Fan

AAAI 2021 Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation Kai Wang, Zhene Zou, Qilin Deng, Jianrong Tao, Runze Wu, Changjie Fan, Liang Chen, Peng Cui

NeurIPS 2021 Towards Unifying Behavioral and Response Diversity for Open-Ended Learning in Zero-Sum Games Xiangyu Liu, Hangtian Jia, Ying Wen, Yujing Hu, Yingfeng Chen, Changjie Fan, Zhipeng Hu, Yaodong Yang

AAAI 2021 Write-a-Speaker: Text-Based Emotional and Rhythmic Talking-Head Generation Lincheng Li, Suzhen Wang, Zhimeng Zhang, Yu Ding, Yixing Zheng, Xin Yu, Changjie Fan

ICLR 2020 Action Semantics Network: Considering the Effects of Actions in Multiagent Systems Weixun Wang, Tianpei Yang, Yong Liu, Jianye Hao, Xiaotian Hao, Yujing Hu, Yingfeng Chen, Changjie Fan, Yang Gao

IJCAI 2020 Efficient Deep Reinforcement Learning via Adaptive Policy Transfer Tianpei Yang, Jianye Hao, Zhaopeng Meng, Zongzhang Zhang, Yujing Hu, Yingfeng Chen, Changjie Fan, Weixun Wang, Wulong Liu, Zhaodong Wang, Jiajie Peng

AAAI 2020 Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation Tianyang Shi, Zhengxia Zou, Yi Yuan, Changjie Fan

AAAI 2020 From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning Weixun Wang, Tianpei Yang, Yong Liu, Jianye Hao, Xiaotian Hao, Yujing Hu, Yingfeng Chen, Changjie Fan, Yang Gao

IJCAI 2020 Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning Ruimin Shen, Yan Zheng, Jianye Hao, Zhaopeng Meng, Yingfeng Chen, Changjie Fan, Yang Liu

AAAI 2020 Generative Adversarial Imitation Learning from Failed Experiences (Student Abstract) Jiacheng Zhu, Jiahao Lin, Meng Wang, Yingfeng Chen, Changjie Fan, Chong Jiang, Zongzhang Zhang

NeurIPS 2020 Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping Yujing Hu, Weixun Wang, Hangtian Jia, Yixiang Wang, Yingfeng Chen, Jianye Hao, Feng Wu, Changjie Fan

ICML 2020 Q-Value Path Decomposition for Deep Multiagent Reinforcement Learning Yaodong Yang, Jianye Hao, Guangyong Chen, Hongyao Tang, Yingfeng Chen, Yujing Hu, Changjie Fan, Zhongyu Wei

IJCAI 2019 Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces Haotian Fu, Hongyao Tang, Jianye Hao, Zihan Lei, Yingfeng Chen, Changjie Fan

IJCAI 2019 Explicitly Coordinated Policy Iteration Yujing Hu, Yingfeng Chen, Changjie Fan, Jianye Hao

IJCAI 2019 Reinforcement Learning Experience Reuse with Policy Residual Representation Wen-Ji Zhou, Yang Yu, Yingfeng Chen, Kai Guan, Tangjie Lv, Changjie Fan, Zhi-Hua Zhou

IJCAI 2019 Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns Yong Liu, Yujing Hu, Yang Gao, Yingfeng Chen, Changjie Fan

NeurIPS 2018 A Deep Bayesian Policy Reuse Approach Against Non-Stationary Agents Yan Zheng, Zhaopeng Meng, Jianye Hao, Zongzhang Zhang, Tianpei Yang, Changjie Fan

IJCAI 2018 Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid Yaodong Yang, Jianye Hao, Mingyang Sun, Zan Wang, Changjie Fan, Goran Strbac